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Self-reported effects of warm seasonal temperatures in persons with spinal cord injury. J Spinal Cord Med 2024; 47:395-403. [PMID: 37010833 PMCID: PMC11044722 DOI: 10.1080/10790268.2023.2194962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2023] Open
Abstract
OBJECTIVE Spinal cord injury (SCI) interrupts motor, sensory, and autonomic pathways, impairing mobility and increasing heat storage during warm seasonal temperatures due to compromised autonomic control of vasodilation and sweating and recognition of body temperature. Thus, persons with SCI are more vulnerable to hyperthermia and its adverse effects. However, information regarding how persons with SCI perceive warmer seasons and whether thermal discomfort during warmer seasons restricts routine activities remains anecdotal. DESIGN Cross-sectional, self-report surveys. SETTING VA Medical Center and Kessler Institute for Rehabilitation. PARTICIPANTS Three groups of 50 participants each: tetraplegia, paraplegia, and matched non-SCI controls. OUTCOME MEASURES Tetraplegia, paraplegia, and control groups responded "yes" or "no" when asked whether warm seasonal temperatures adversely affected comfort or participation in routine activities. RESULTS The percentage of responses differed among tetraplegia, paraplegia, and control groups when asked if they required ≥20 min to cool down once overheated (44 vs. 20 vs. 12%; X2 = 14.7, P < 0.001), whether heat-related discomfort limited their ability to go outside (62 vs. 34 vs. 32%; X2 = 11.5, P = 0.003), if they needed to use a water-mister because of the heat (70 vs. 44 vs. 42%; X2 = 9.8, P = 0.008), and if heat-related discomfort limited participation in social activities (40 vs. 20 vs. 16%; X2 = 8.7, P = 0.01). CONCLUSION Warmer seasonal temperatures had a greater negative impact on reported comfort and daily activities of persons with SCI than non-SCI controls. Those with tetraplegia were most adversely affected. Our findings warrant increasing awareness and identifying interventions to address the vulnerability of persons with SCI to hyperthermia.
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Bladder-Related Quality of Life After Spinal Cord Injury: Findings from the Neurogenic Bladder Research Group Spinal Cord Injury Registry. Urol Clin North Am 2024; 51:163-176. [PMID: 38609189 DOI: 10.1016/j.ucl.2024.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2024]
Abstract
The Neurogenic Bladder Research Group (NBRG) was formed with the mission to optimize quality of life (QoL), surgical outcomes, and clinical care of patients with neurogenic lower urinary tract dysfunction. One of the original priorities of the organization was to support creation of the NBRG Spinal Cord Injury (SCI) Registry. The aim of this Registry was to establish a prospective database, in order to study bladder-related QoL after SCI. The study enrolled close to 1500 participants from across North America over an 18 month time-period (January 2016-July 2017).
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Neurological Health: Not Merely the Absence of Disease: Current Wellbeing Instruments Across the Spectrum of Neurology. Am J Lifestyle Med 2023; 17:299-316. [PMID: 36896041 PMCID: PMC9989493 DOI: 10.1177/15598276221086584] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE Well-being and quality of life can vary independently of disease. Instruments measuring well-being and quality of life are commonly used in neurology, but there has been little investigation into the extent in which they accurately measure wellbeing/quality of life or if they merely reflect a diseased state of an individual. DESIGN Systematic searches, thematic analysis and narrative synthesis were undertaken. Individual items from instruments represented in ≥ 5 publications were categorised independently, without prior training, by five neurologists and one well-being researcher, as relating to 'disease-effect' or 'Well-being' with a study-created instrument. Items were additionally categorised into well-being domains. DATA SOURCES MEDLINE, EMBASE, EMCARE and PsycINFO from 1990 to 2020 were performed, across the 13 most prevalent neurological diseases. RESULTS 301 unique instruments were identified. Multiple sclerosis had most unique instruments at 92. SF-36 was used most, in 66 studies. 22 instruments appeared in ≥ 5 publications: 19/22 'well-being' outcome instruments predominantly measured disease effect (Fleiss kappa = .60). Only 1/22 instruments was categorised unanimously as relating to well-being. Instruments predominantly measured mental, physical and activity domains, over social or spiritual. CONCLUSIONS Most neurological well-being or quality-of-life instruments predominantly measure disease effect, rather than disease-independent well-being. Instruments differed widely in well-being domains examined.
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Assessment of quality of life after upper extremity transplantation: Framework for patient-reported outcome scale domains. Front Psychol 2023; 13:989593. [PMID: 36760917 PMCID: PMC9902934 DOI: 10.3389/fpsyg.2022.989593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 08/31/2022] [Indexed: 01/26/2023] Open
Abstract
Upper extremity transplantation offers the promise of restored function and regained quality of life (QOL) for individuals who have sustained hand or arm amputation. However, a major challenge for this procedure becoming an accessible treatment option for patients is the lack of standard measures to document benefits to QOL. Patient-reported outcomes (PRO) measures are well-suited for this kind of intervention, where the perspective of the patient is central to defining treatment success. To date, qualitative work with experts, clinicians, and patients has been used to identify the most important domains of QOL for PRO item development. Specifically, our group's qualitative work has identified several domains of QOL that are unique to individuals who have received upper extremity transplants, which are distinct from topics covered by existing PRO measures. These include emotional and social aspects of upper extremity transplant, such as Expectations and Perceived Outcomes, Integration and Assimilation of Transplant, Fitting in, and Post-Surgical Challenges and Complications. The broad topic of Satisfaction with Transplant was subdivided into three subtopics: Function, Sensation, and Aesthetics. Satisfaction with Sensation was also identified as a unique domain not evaluated by existing PRO measures. This report operationalizes these eight QOL domains by presenting scoping definitions. This manuscript describes the work that has been completed for domain characterization as an early step toward developing standardized PRO measures to evaluate these important outcomes specific to upper extremity transplantation.
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Abstract
OBJECTIVE To describe the adult functional, participation, education, employment, and quality of life outcomes of children who incurred spinal cord injury (SCI) as the result of gun injuries vs. non-violent etiologies, as well as their utilization of health services. DESIGN Retrospective-cohort study. Eligibility criteria were current age at least 18 years, at least 5 years after SCI, and injury prior to 19 years of age. After enrolling the gun injury group, we matched individuals with non-violent etiologies from the Midwest Regional SCI Model System database to the gun injury group's demographic characteristics. Adult outcomes included education level, employment, income, involvement with the criminal justice system, quality of life indicators using PROMIS and SCI-QOL item banks, and utilization of health services. PARTICIPANTS Twenty-six participants with gun injury SCI matched with 19 participants with non-violent etiologies. RESULTS Average age at injury was 15 years and current age was 44 years for both cohorts. Individuals from racial minority groups were over-represented in the gun injury cohort. The gun-injury cohort had lower educational attainment. Though employment rates were similar, the gun injury group had a lower income level. Both groups endorsed high average levels of function and quality of life on the PROMIS and SCI-QOL short forms. CONCLUSIONS SCI etiology reflects racial characteristics of the sample and is associated with subsequent educational attainment and income. Rehabilitation planning should consider gun injury etiology in children not as a characteristic that determines a poor outcome, but as a risk factor for reduced educational attainment and lifetime income.
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Active or passive pain coping: Which predicts daily physical and psychosocial functioning in people with chronic pain and spinal cord injury? Rehabil Psychol 2022; 67:304-314. [PMID: 35834204 PMCID: PMC10518854 DOI: 10.1037/rep0000457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
PURPOSE/OBJECTIVE Despite medical and psychotherapeutic treatments, chronic pain is one of the most challenging and disabling conditions for individuals with spinal cord injury (SCI). A growing body of research has demonstrated that pain coping strategies are effective for the adjustment of pain. However, we still lack an understanding of how passive pain coping and active pain coping relate to daily physical and psychosocial functioning for people with chronic pain and SCI. The current study used end-of-day (EOD) diary data to examine associations of passive and active pain coping with same-day independence, positive affect and well-being, social participation, pain catastrophizing, depressive symptoms, and pain interference in adults with chronic pain and SCI. RESEARCH METHOD/DESIGN This observational study in N = 124 individuals with SCI (mean age = 47.53 years; 74.2% male, 25.8% female) used a combination of baseline surveys and seven consecutive days of end-of-day (EOD) diaries. RESULTS Results of multilevel modeling showed that, beyond the effects of key demographic variables, clinical variables (e.g., time since injury, mobility) and daily pain intensity, increased daily passive coping (from that person's average) related to increased same-day depressive symptoms (B = .29; p < .001), pain catastrophizing (B = .28; p < .001) and decreased same-day positive affect and well-being (B = -.31; p = .02). Increased daily active coping was related to higher same-day catastrophizing (B = .09; p < .05). CONCLUSIONS/IMPLICATIONS Behavioral interventions for pain often emphasize adoption and practice of new active coping strategies. Findings highlight the potential importance of also addressing passive coping strategies in services of improvement in physical and psychosocial outcomes in individuals with chronic pain and SCI. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Measurement invariance of physical, mental, and social health PROMIS measures across individuals with spinal cord injury and traumatic brain injury. Qual Life Res 2022; 31:2223-2233. [PMID: 35286536 DOI: 10.1007/s11136-022-03114-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2022] [Indexed: 11/26/2022]
Abstract
PURPOSE The present study tested the fit and comparability of the tripartite model of health (Physical Health, Mental Health, and Social Health) proposed by the NIH PROMIS for adults with SCI and TBI. METHODS Participants were 630 adults with spinal cord injury (SCI; n = 336) and traumatic brain injury (TBI; n = 294) who completed 8 PROMIS short forms. The Physical Health domain is composed of the Physical Function, Pain Interference, and Fatigue scales. The Mental Health domain included the Depression, Anxiety, and Anger scales. Social Health included the Social Emotional Support scale. RESULTS Confirmatory factor analyses supported the tripartite model of health over a unifactorial model of health for both SCI and TBI groups. Measurement invariance testing indicated the tripartite model met the level of configural and metric invariance for TBI and SCI groups, suggesting comparable structure and factor loadings. Failure to meet the level of scalar invariance indicated unequal intercepts across groups. Physical Function was identified as the source of noninvariance, and a partial scalar invariance model permitting different Physical Function intercepts across conditions was supported. CONCLUSION Consistent with theory, findings supported construct validity of the PROMIS tripartite structure of health composed of Physical, Mental, and Social Health. PROMIS measures appeared to tap domains of health consistent with what is accepted for SCI and TBI populations, although the measurement of Physical Function was not equivalent across groups. Findings support the utility of PROMIS broadly as well as the need for condition-optimized measurement.
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Spinal Cord Injury-Functional Index/Capacity: Responsiveness to Change Over Time. Arch Phys Med Rehabil 2022; 103:199-206. [PMID: 34717921 PMCID: PMC8810572 DOI: 10.1016/j.apmr.2021.10.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 09/21/2021] [Accepted: 10/01/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To establish responsiveness of 3 Spinal Cord Injury-Functional Index/Capacity (SCI-FI/C) item banks in the first year after spinal cord injury (SCI). DESIGN Longitudinal patient-reported outcomes assessment replicated through secondary analysis of an independent data set. SETTING A total of 8 SCI Model Systems rehabilitation hospitals in the United States. PARTICIPANTS Study 1 participants included 184 adults with recent (≤4 months) traumatic SCI and 221 community-dwelling adults (>1 year post injury) (N=405). Study 2 participants were 418 individuals with recent SCI (≤4 months) (N=418). INTERVENTIONS In study 1, SCI-FI/C computer adaptive tests were presented in a standardized interview format either in person or by phone call at baseline and 6-month follow-up. Responsiveness was examined by comparing 6-month changes in SCI-FI scores within and across samples (recently injured vs community-dwelling) because only the recent injury sample was expected to exhibit change over time. Effect sizes were also computed. In study 2, the study 1 results were cross-validated in a second sample with recent SCI 1 year after baseline measurement. Study 2 also compared the SCI-FI/C measures' responsiveness to that of the Self-reported Functional Measure (SRFM) and stratified results by injury diagnosis and completeness. MAIN OUTCOME MEASURES The SCI-FI Basic Mobility/C, Self-care/C and Fine Motor/C item banks (study 1 and study 2); Self-reported Functional Measure SRFM (study 2 only). RESULTS In study 1, changes in SCI-FI/C scores between baseline and 6-month follow-up were statistically significant (P<.01) for recently injured individuals. SCI-FI Basic Mobility/C, Self-care/C, and Fine Motor/C item banks demonstrated small to medium effect sizes in the recently injured sample. In the community-dwelling sample, all SCI-FI/C effects were negligible (ie, effect size<0.08). Study 2 results were similar to study 1. As expected, SCI-FI Basic Mobility/C and Self-care/C were responsive to change for all individuals in study 2, whereas the SCI-FI Fine Motor/C was responsive only for individuals with tetraplegia and incomplete paraplegia. The SRFM demonstrated a medium effect size for responsiveness (effect size=0.65). CONCLUSIONS The SCI-FI Basic Mobility/C and Self-care/C banks demonstrate adequate sensitivity to change at 6 months and 1 year for all individuals with SCI, while the SCI-FI/C Fine Motor item bank is sensitive to change in individuals with tetraplegia or incomplete paraplegia. All SCI-FI/C banks demonstrate stability in a sample not expected to change. Results provide support for the use of these measures for research or clinical use.
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Greener on the other side? an analysis of the association between residential greenspace and psychological well-being among people living with spinal cord injury in the United States. Spinal Cord 2022; 60:170-176. [PMID: 35022532 DOI: 10.1038/s41393-021-00736-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 11/29/2021] [Accepted: 12/02/2021] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Secondary analysis of cross-sectional data from a multisite survey study. OBJECTIVES To describe associations between residential greenspace and psychological well-being among adults living with chronic spinal cord injury (SCI). SETTING Community. METHODS Participants were from the Spinal Cord Injury-Quality of Life (SCI-QOL) Calibration Study (N = 313). Geographic Information Systems (GIS) analysis was used to define five- and half-mile buffer areas around participants' residential addresses to represent community and neighborhood environments, respectively, and to create measures of natural and developed open greenspace. Associations of greenspace measures with two SCI-QOL psychological well-being domains (positive affect and depressive symptoms) were modeled using ordinary least squares (OLS) regression, adjusted for demographic, injury-related, and community socioeconomic characteristics. RESULTS People living in a community with a moderate amount of natural greenspace reported less positive affect and more depressive symptoms compared to people living in a community with low natural greenspace. At the neighborhood level, a moderate amount of developed open space was associated with less positive affect and more depressive symptoms than a low amount of developed open space. CONCLUSIONS Contrary to expectations, residential greenspace had a negative relationship with psychological well-being in this sample of adults with SCI. Understanding how and why natural spaces are associated with quality of life for people with mobility disabilities can influence public policy and urban planning designs to ensure that residential greenspaces are accessible and beneficial to all.
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Integrating Spinal Cord Injury - Quality of Life instruments into rehabilitation: Implementation science to guide adoption of patient-reported outcome measures. J Spinal Cord Med 2021; 44:940-948. [PMID: 31971479 PMCID: PMC8725717 DOI: 10.1080/10790268.2020.1712893] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Context/objective: This study describes a development strategy for integrating the Spinal Cord Injury - Quality of Life (SCI-QOL) item banks into inpatient spinal cord injury (SCI) rehabilitation and recommendations for protocol implementation.Design: We adopted an implementation science approach to develop a strategy for adapting and contextualizing SCI-QOL use during SCI rehabilitation. We conducted focus groups and stakeholder meetings with clinical assessment champions to (1) identify barriers and supports to SCI-QOL adoption; (2) reduce barriers and emphasize supports; (3) evaluate and select relevant SCI-QOL domains and item banks; (4) develop administration and reporting guidelines; and (5) identify hospital roles to alert with SCI-QOL results.Setting: A regional inpatient rehabilitation hospital. This study focuses on clinicians providing inpatient rehabilitation to patients with SCI.Participants: Fifty-nine clinicians, including physicians, speech language pathologists, occupational and physical therapists, nurses, and social workers providing care to SCI inpatients.Interventions: N/A.Outcome measures: N/A.Results: Clinicians identified the SCI-QOL domains that were most relevant to inpatient care; when SCI-QOL should be administered; what hospital roles were best suited for administering SCI-QOL; how results should be displayed in the electronic medical record; and which clinical roles needed notification of SCI-QOL results.Conclusions: Clinicians acknowledge the value of patient-reported outcome measures in inpatient SCI rehabilitation, but noted barriers to adoption. Engaging clinicians in the decision-making process for developing an implementation and administration protocol can inform strategies to overcome barriers and emphasize supports.
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Overview of the Spinal Cord Injury-Functional Index (SCI-FI): Structure and Recent Advances. Arch Phys Med Rehabil 2021; 103:185-190. [PMID: 34756875 DOI: 10.1016/j.apmr.2021.10.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 10/18/2021] [Indexed: 11/02/2022]
Abstract
The Spinal Cord Injury - Functional Index is a system of patient reported outcomes (PRO) measures of functional activities developed specifically with and for individuals with spinal cord injury (SCI). The SCI-FI was designed to overcome limitations in measurement of the full range of activities and breadth of content of physical functioning commonly used in SCI research. Generic measurement tools of physical function (i.e., those focused on the general population) tend to overemphasize mobility and do not contain enough items at the lower end of the functional range (e.g., appropriate for individuals with tetraplegia). The SCI-FI consists of nine item response theory (IRT)-calibrated item banks that represent relevant and meaningful item content for individuals with SCI, span a wide range of functional abilities, and subdivide physical functioning into important subdomains, including basic mobility, self-care, and fine motor function. Since the original publication of the SCI-FI in 2012, there have been significant advances in and publications on the reliability and psychometric properties of the measures. The manuscripts presented in this special section clarify the SCI-FI structure and present new research on the SCI-FI measurement system.
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Psychosocial aspects of health-related quality of life and the association with patient-reported bladder symptoms and satisfaction after spinal cord injury. Spinal Cord 2021; 59:987-996. [PMID: 33495582 PMCID: PMC8483561 DOI: 10.1038/s41393-020-00609-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 12/10/2020] [Accepted: 12/11/2020] [Indexed: 01/28/2023]
Abstract
STUDY DESIGN Prospective, multi-centered, observational. OBJECTIVES To characterize the relationship between psychosocial aspects of health-related quality of life (HRQoL) and patient-reported bladder outcomes. SETTING Multi-institutional sites in the United States, cohort drawn from North America. METHODS We performed a cross-sectional analysis of data collected as part of the multicenter, prospective Neurogenic Bladder Research Group Spinal Cord Injury (SCI) Registry. Outcomes were: Neurogenic Bladder Symptom Score (NBSS), Neurogenic Bladder Symptom Score Satisfaction (NBSS-Satisfaction), and SCI-QoL Bladder Management Difficulties (SCI-QoL Difficulties). Adjusted multiple linear regression models were used with variables including demographic, injury characteristics, and the following psychosocial HRQoL measures; SCI-QoL Pain Interference (Pain), SCI-QoL Independence, and SCI-QoL Positive Affect and Well-being (Positive Affect). Psychosocial variables were sub-divided by tertiles for the analysis. RESULTS There were 1479 participants, 57% had paraplegia, 60% were men, and 51% managed their bladder with clean intermittent catheterization. On multivariate analysis, higher tertiles of SCI-QoL Pain were associated with worse bladder symptoms, satisfaction, and bladder management difficulties; upper tertile SCI-QoL Pain (NBSS 3.8, p < 0.001; NBSS-satisfaction 0.6, p < 0.001; SCI-QoL Difficulties 2.4, p < 0.001). In contrast, upper tertiles of SCI-QoL Independence and SCI-QoL Positive Affect were associated with improved bladder-related outcomes; upper tertile SCI-QoL Independence (NBSS -2.3, p = 0.03; NBSS-satisfaction -0.4, p < 0.001) and upper tertile SCI-QoL Positive Affect (NBSS -2.8, p < 0.001; NBSS-satisfaction -0.7, p < 0.001; SCI-QoL Difficulties -0.7, p < 0.001). CONCLUSIONS In individuals with SCI, there is an association between psychosocial HRQoL and bladder-related QoL outcomes. Clinician awareness of this relationship can provide insight into optimizing long-term management after SCI.
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Implementing Patient-Reported Outcome Measures in Inpatient Rehabilitation: Challenges and Solutions. Arch Phys Med Rehabil 2021; 103:S67-S77. [PMID: 34144004 DOI: 10.1016/j.apmr.2021.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 05/10/2021] [Accepted: 05/17/2021] [Indexed: 11/02/2022]
Abstract
A project with the goal of implementing electronic health record (EHR) - based patient-reported outcome measures (PROMs) into a large inpatient spinal cord injury (SCI) rehabilitation program took twice as long as expected. This report details the lessons learned from the barriers, successes, and unexpected issues that arose during this prolonged, but now successful project. The goals of this implementation project were to (1) identify barriers and supports to the use of PROMs; (2) develop an implementation strategy to incorporate the use of PROMs into inpatient rehabilitation; and (3) implement the strategy and evaluate its effects on team communication. In brief, we conducted an initial pilot phase outside of the EHR and used our findings to guide procedural and EHR incorporation during a demonstration phase. We encountered multiple barriers. Procedural issues were significant: even though grant funding covered the cost of writing the code for integration of the PROMs into the EHR, our institution's competing priorities slowed progress. Institutional inertia was reflected in the reluctance of some clinical staff members to assume new duties that would take away from direct patient care responsibilities. Therefore, we needed to obtain additional staffing. Detailed planning upfront, guided by changes when necessary, cooperation and interaction with our institution's Information Systems department, and identification of key players and implementation champions proved essential to our success. We now have an up-and-running system and are sharing our experience, observations, and recommendations to assist other healthcare organizations incorporate PROMs into their EHRs.
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International application of PROMIS computerized adaptive tests: US versus country-specific item parameters can be consequential for individual patient scores. J Clin Epidemiol 2021; 134:1-13. [PMID: 33524487 DOI: 10.1016/j.jclinepi.2021.01.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 01/13/2021] [Accepted: 01/18/2021] [Indexed: 10/22/2022]
Abstract
OBJECTIVE PROMIS offers computerized adaptive tests (CAT) of patient-reported outcomes, using a single set of US-based IRT item parameters across populations and language-versions. The use of country-specific item parameters has local appeal, but also disadvantages. We illustrate the effects of choosing US or country-specific item parameters on PROMIS CAT T-scores. STUDY DESIGN AND SETTING Simulations were performed on response data from Dutch chronic pain patients (n = 1110) who completed the PROMIS Pain Behavior item bank. We compared CAT T-scores obtained with (1) US parameters; (2) Dutch item parameters; (3) US item parameters for DIF-free items and Dutch item parameters (rescaled to the US metric) for DIF items; (4) Dutch item parameters for all items (rescaled to the US metric). RESULTS Without anchoring to a common metric, CAT T-scores cannot be compared. When scores were rescaled to the US metric, mean differences in CAT T-scores based on US vs. Dutch item parameters were negligible. However, 0.9%-4.3% of the T-score differences were larger than 5 points (0.5 SD). CONCLUSION The choice of item parameters can be consequential for individual patient scores. We recommend more studies of translated CATs to examine if strategies that allow for country-specific item parameters should be further investigated.
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Validation of the Spinal Cord Injury Functional Index for Use in Community-Dwelling Individuals With SCI. Arch Phys Med Rehabil 2021; 103:191-198. [PMID: 33453193 DOI: 10.1016/j.apmr.2020.12.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 12/03/2020] [Accepted: 12/07/2020] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To evaluate the psychometric properties of the Spinal Cord Injury Functional Index (SCI-FI) instruments in a community-dwelling sample. DESIGN Cross-sectional study. SETTING Community setting. PARTICIPANTS Individuals (N=269) recruited from 6 SCI Model Systems sites. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Participants completed computer adaptive test and short form versions of 4 SCI-FI/Capacity (C) banks (ie, Ambulation, Basic Mobility, Fine Motor, Self-Care) and 1 SCI-FI/Assistive Technology (AT) bank (Wheelchair Mobility) at baseline and after 2 weeks. The Self-Report Functional Measure (SRFM) and the clinician-rated motor FIM were used to evaluate evidence of convergent validity. RESULTS Pearson correlations, intraclass correlation coefficients, minimal detectable change, and Bland-Altman plots supported the test-retest reliability of the SCI-FI instruments. Correlations were large with the SRFM (.69-.89) and moderate-to-large for the FIM instrument (.44-.64), supporting convergent validity. Known-groups validity was demonstrated by a significant main effect of injury level on all instruments and a main effect of injury completeness on the SCI-FI/C instruments. A ceiling effect was detected for individuals with incomplete paraplegia on the Fine Motor/C and Self-Care/C Short Forms. CONCLUSION Findings support the test-retest reliability, convergent validity, and known-groups validity of the SCI-FI/C instruments and the SCI-FI/AT Wheelchair Mobility instruments for use by community-dwelling individuals.
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Pain Acceptance in People With Chronic Pain and Spinal Cord Injury: Daily Fluctuation and Impacts on Physical and Psychosocial Functioning. THE JOURNAL OF PAIN 2020; 21:455-466. [DOI: 10.1016/j.jpain.2019.08.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 07/15/2019] [Accepted: 08/28/2019] [Indexed: 10/26/2022]
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Guided internet-delivered cognitive-behaviour therapy for persons with spinal cord injury: a feasibility trial. Spinal Cord 2020; 58:544-552. [DOI: 10.1038/s41393-019-0398-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 10/22/2019] [Accepted: 11/14/2019] [Indexed: 11/09/2022]
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Development and Calibration of the TBI-QOL Ability to Participate in Social Roles and Activities and TBI-QOL Satisfaction With Social Roles and Activities Item Banks and Short Forms. Arch Phys Med Rehabil 2020; 101:20-32. [DOI: 10.1016/j.apmr.2019.07.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 07/18/2019] [Accepted: 07/25/2019] [Indexed: 11/21/2022]
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Interviewer- versus self-administration of PROMIS® measures for adults with traumatic injury. Health Psychol 2019; 38:435-444. [PMID: 31045427 DOI: 10.1037/hea0000685] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVE To assess differential item functioning and observed mean differences across two modes of administration for PROMIS® measure scores in a sample of adults with traumatic injury. METHOD Items from 7 PROMIS® adult measures (v1.0 Physical Function, Fatigue, Pain Interference, Anger, Anxiety, and Depression and v2.0 Social Health-Emotional Support) were administered as fixed-length short forms in random order to a cross-sectional sample. Participants were randomly assigned to interviewer-administered (phone or in-person) or self-administered (via the Assessment Center website) conditions. The research was conducted at 5 medical rehabilitation institutions across the U.S. Participants included 277 adults with spinal cord injury (n = 148) or traumatic brain injury (n = 129). RESULTS DIF analyses indicated that all items were invariant to mode of administration. There was no significant effect of mode of administration for the majority of PROMIS® measures tested. Regarding observed scores, there were small but significant effects of mode of administration on the Emotional Support and Depression measures, with participants in the interview condition reporting better support/fewer symptoms. CONCLUSIONS PROMIS® instruments demonstrated measurement equivalence across interviewer-administered and self-administered conditions. These findings are particularly important for research or clinical applications where administration of PROMIS® measures by independent web- or tablet-based administration is not ideal, for example with individuals with physical or cognitive disabilities or with individuals who lack computer and/or Internet access. PROMIS® v1.0 Depression and PROMIS® v2.0 Emotional Support scores displayed a tendency toward social desirability that should be considered when these measures are interviewer-administered. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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The reliability of end of day and ecological momentary assessments of pain and pain interference in individuals with spinal cord injury. Qual Life Res 2018; 27:3003-3012. [PMID: 30073468 DOI: 10.1007/s11136-018-1952-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/28/2018] [Indexed: 11/27/2022]
Abstract
PURPOSE This study investigated the most efficient means of measuring pain intensity and pain interference comparing ecological momentary assessment (EMA) to end of day (EOD) data, with the highest level of measurement reliability as examined in individuals with spinal cord injury. METHODS EMA (five times throughout the day) and EOD ratings of pain and pain interference were collected over a 7-day period. Multilevel models were used to examine the reliability for both EOD and EMA assessments in order to determine the amount of variability in these assessments over the course of a week or the day, and a multilevel version of the Spearman-Brown Prophecy formula was used to estimate values for reliability. RESULTS Findings indicate the minimum of number of EOD and EMA assessments needed to achieve different levels of reliability ("adequate" > 0.70, "good" > 0.80 and excellent > 0.90). In addition, the time of day (either morning, midday or evening) did not impact the estimated reliability for the EMA assessments. CONCLUSIONS These findings can help researchers and clinician balance the cost/benefit tradeoffs of these different types of assessments by providing specific cutoffs for the numbers of each type of assessment that are needed to achieve excellent reliability.
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Measuring pain phenomena after spinal cord injury: Development and psychometric properties of the SCI-QOL Pain Interference and Pain Behavior assessment tools. J Spinal Cord Med 2018; 41:267-280. [PMID: 28185477 PMCID: PMC6055945 DOI: 10.1080/10790268.2017.1279805] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
OBJECTIVE To develop modern patient-reported outcome measures that assess pain interference and pain behavior after spinal cord injury (SCI). DESIGN Grounded-theory based qualitative item development; large-scale item calibration field-testing; confirmatory factor analyses; graded response model item response theory analyses; statistical linking techniques to transform scores to the Patient Reported Outcome Measurement Information System (PROMIS) metric. SETTING Five SCI Model Systems centers and one Department of Veterans Affairs medical center in the United States. PARTICIPANTS Adults with traumatic SCI. INTERVENTIONS N/A. OUTCOME MEASURES Spinal Cord Injury - Quality of Life (SCI-QOL) Pain Interference item bank, SCI-QOL Pain Interference short form, and SCI-QOL Pain Behavior scale. RESULTS Seven hundred fifty-seven individuals with traumatic SCI completed 58 items addressing various aspects of pain. Items were then separated by whether they assessed pain interference or pain behavior, and poorly functioning items were removed. Confirmatory factor analyses confirmed that each set of items was unidimensional, and item response theory analyses were used to estimate slopes and thresholds for the items. Ultimately, 7 items (4 from PROMIS) comprised the Pain Behavior scale and 25 items (18 from PROMIS) comprised the Pain Interference item bank. Ten of these 25 items were selected to form the Pain Interference short form. CONCLUSIONS The SCI-QOL Pain Interference item bank and the SCI-QOL Pain Behavior scale demonstrated robust psychometric properties. The Pain Interference item bank is available as a computer adaptive test or short form for research and clinical applications, and scores are transformed to the PROMIS metric.
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All metrics are equal, but some metrics are more equal than others: A systematic search and review on the use of the term 'metric'. PLoS One 2018; 13:e0193861. [PMID: 29509813 PMCID: PMC5839589 DOI: 10.1371/journal.pone.0193861] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 02/19/2018] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE To examine the use of the term 'metric' in health and social sciences' literature, focusing on the interval scale implication of the term in Modern Test Theory (MTT). MATERIALS AND METHODS A systematic search and review on MTT studies including 'metric' or 'interval scale' was performed in the health and social sciences literature. The search was restricted to 2001-2005 and 2011-2015. A Text Mining algorithm was employed to operationalize the eligibility criteria and to explore the uses of 'metric'. The paradigm of each included article (Rasch Measurement Theory (RMT), Item Response Theory (IRT) or both), as well as its type (Theoretical, Methodological, Teaching, Application, Miscellaneous) were determined. An inductive thematic analysis on the first three types was performed. RESULTS 70.6% of the 1337 included articles were allocated to RMT, and 68.4% were application papers. Among the number of uses of 'metric', it was predominantly a synonym of 'scale'; as adjective, it referred to measurement or quantification. Three incompatible themes 'only RMT/all MTT/no MTT models can provide interval measures' were identified, but 'interval scale' was considerably more mentioned in RMT than in IRT. CONCLUSION 'Metric' is used in many different ways, and there is no consensus on which MTT metric has interval scale properties. Nevertheless, when using the term 'metric', the authors should specify the level of the metric being used (ordinal, ordered, interval, ratio), and justify why according to them the metric is at that level.
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Sensitivity of alternative measures of functioning and wellbeing for adults with sickle cell disease: comparison of PROMIS® to ASCQ-Me℠. Health Qual Life Outcomes 2017; 15:117. [PMID: 28577358 PMCID: PMC5455105 DOI: 10.1186/s12955-017-0661-5] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Accepted: 04/20/2017] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Sickle Cell Disease (SCD) causes profound suffering and decrements in daily functioning. Demand is growing for valid and reliable measures to systematically document these effects, particularly in adults. The Adult Sickle Cell Quality of Life Measurement System, ASCQ-Me℠, was developed for this purpose. ASCQ-Me℠ is one of four measurement systems housed within the Person-Centered Assessment Resource (PCAR), funded by the National Institutes of Health, to support clinical research. To help users select the best of these measures for adults with SCD, we evaluated and compared two PCAR systems: one designed to be "universally applicable" (the Patient-Reported Outcome Measurement Information System, PROMIS®) and one designed specifically for SCD (ASCQ-Me℠). METHODS Respondents to PROMIS and ASCQ-Me questions were 490 adults with SCD from seven geographically-disbursed clinics within the US. Data were collected for six ASCQ-Me measures (Emotional Impact, Sleep Impact, Social Impact, Stiffness Impact, Pain Impact, SCD Pain Episode Frequency and Severity) and ten PROMIS measures (Pain Impact, Pain Behavior, Physical Functioning, Anxiety, Depression, Fatigue, Satisfaction with Discretionary Social Activities, Satisfaction with Social Roles, Sleep Disturbance, and Sleep-Related Impairment). Statistical analyses, including analysis of variance and multiple linear regression, were conducted to determine the sensitivity of measures to SCD severity. SCD severity was assessed via a checklist of associated treatments and conditions. RESULTS For those with the most severe SCD, PROMIS scores showed worse health compared to the general population for nine of ten health domains: the magnitude of the difference ranged 0.5 to 1.1 standard deviation units. The PROMIS domains most severely affected were Physical Functioning and Pain (Impact and Behavior). Significant differences by tertile of the SCD-MHC were shown for most PROMIS short forms and all ASCQ-Me short and fixed forms. In most models, ASCQ-Me measures explained statistically significant unique variance in SCD-MHC scores complementary to that explained by corresponding PROMIS measures. CONCLUSIONS Study results supported the validity of both PROMIS and ASCQ-Me measures for use in adults with SCD. Compared to comparable PROMIS scores, most ASCQ-Me scores were better predictors of SCD disease severity, as measured by a medical history checklist. The clinical implications of these results require further investigation.
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Are intensive data collection methods in pain research feasible in those with physical disability? A study in persons with chronic pain and spinal cord injury. Qual Life Res 2017; 26:587-600. [PMID: 28097459 DOI: 10.1007/s11136-016-1494-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2016] [Indexed: 11/25/2022]
Abstract
PURPOSE Intensive repeated measures data collection procedures, such as ecological momentary assessment (EMA) and end-of-day (EOD) diaries, are becoming more prominent in pain research. Existing data on the feasibility of such methods is encouraging; however, almost nothing is known about feasibility in clinical populations with significant physical disabilities. Research methodology feasibility is crucial to the inclusion of individuals with physical disability in pain research given the high prevalence and impact of pain in these populations. The aim of this study was to examine study compliance, protocol acceptability, and reactivity of intensive data collection methods in adults with chronic pain and spinal cord injury (SCI). METHODS Secondary analysis of data from a 7-day EMA and EOD diary study in a sample of 131 community dwelling adults with SCI. RESULTS Results showed rates of missing data ranged from 18.4 to 22.8% across measures. Participant compliance was related to time of day/presence of audible prompts, mobility aid use, race, and baseline levels of pain and pain interference, with more missing data at wake and bedtimes/no prompts, and for those who used hand-held mobility devices, identified as black/African American, and/or reported higher baseline pain and pain interference. Participants rated the study methodology as generally highly acceptable and expressed willingness to participate in similar studies of much longer duration. There was no evidence of reactivity, defined as temporal shifts in pain or pain interference ratings. CONCLUSIONS Overall, intensive pain data collection is feasible in persons with SCI with no evidence that the methodology impacts pain intensity or pain interference ratings.
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The Spinal Cord Injury--Quality of Life (SCI-QOL) measurement system: Development, psychometrics, and item bank calibration. J Spinal Cord Med 2015; 38:251-6. [PMID: 26010961 PMCID: PMC4445017 DOI: 10.1179/2045772315y.0000000035] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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Abstract
OBJECTIVE To develop a self-reported measure of the subjective impact of pressure ulcers on health-related quality of life (HRQOL) in individuals with spinal cord injury (SCI) as part of the SCI quality of life (SCI-QOL) measurement system. DESIGN Grounded-theory based qualitative item development methods, large-scale item calibration testing, confirmatory factor analysis (CFA), and item response theory-based psychometric analysis. SETTING Five SCI Model System centers and one Department of Veterans Affairs medical center in the United States. PARTICIPANTS Adults with traumatic SCI. MAIN OUTCOME MEASURES SCI-QOL Pressure Ulcers scale. RESULTS 189 individuals with traumatic SCI who experienced a pressure ulcer within the past 7 days completed 30 items related to pressure ulcers. CFA confirmed a unidimensional pool of items. IRT analyses were conducted. A constrained Graded Response Model with a constant slope parameter was used to estimate item thresholds for the 12 retained items. CONCLUSIONS The 12-item SCI-QOL Pressure Ulcers scale is unique in that it is specifically targeted to individuals with spinal cord injury and at every stage of development has included input from individuals with SCI. Furthermore, use of CFA and IRT methods provide flexibility and precision of measurement. The scale may be administered in its entirety or as a 7-item "short form" and is available for both research and clinical practice.
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Measuring grief and loss after spinal cord injury: Development, validation and psychometric characteristics of the SCI-QOL Grief and Loss item bank and short form. J Spinal Cord Med 2015; 38:347-55. [PMID: 26010969 PMCID: PMC4445025 DOI: 10.1179/2045772315y.0000000015] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To develop an item response theory (IRT) calibrated Grief and Loss item bank as part of the Spinal Cord Injury--Quality of Life (SCI-QOL) measurement system. DESIGN A literature review guided framework development of grief/loss. New items were created from focus groups. Items were revised based on expert review and patient feedback and were then field tested. Analyses included confirmatory factor analysis (CFA), graded response IRT modeling and evaluation of differential item functioning (DIF). SETTING We tested a 20-item pool at several rehabilitation centers across the United States, including the University of Michigan, Kessler Foundation, Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital and the James J. Peters/Bronx Department of Veterans Affairs hospital. PARTICIPANTS A total of 717 individuals with SCI answered the grief and loss questions. RESULTS The final calibrated item bank resulted in 17 retained items. A unidimensional model was observed (CFI=0.976; RMSEA=0.078) and measurement precision was good (theta range between -1.48 to 2.48). Ten items were flagged for DIF, however, after examination of effect sizes found this to be negligible with little practical impact on score estimates. CONCLUSIONS This study indicates that the SCI-QOL Grief and Loss item bank represents a psychometrically robust measurement tool. Short form items are also suggested and computer adaptive tests are available.
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Development and psychometric characteristics of the SCI-QOL Bladder Management Difficulties and Bowel Management Difficulties item banks and short forms and the SCI-QOL Bladder Complications scale. J Spinal Cord Med 2015; 38:288-302. [PMID: 26010964 PMCID: PMC4445020 DOI: 10.1179/2045772315y.0000000030] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE To describe the development and psychometric properties of the Spinal Cord Injury--Quality of Life (SCI-QOL) Bladder Management Difficulties and Bowel Management Difficulties item banks and Bladder Complications scale. DESIGN Using a mixed-methods design, a pool of items assessing bladder and bowel-related concerns were developed using focus groups with individuals with spinal cord injury (SCI) and SCI clinicians, cognitive interviews, and item response theory (IRT) analytic approaches, including tests of model fit and differential item functioning. SETTING Thirty-eight bladder items and 52 bowel items were tested at the University of Michigan, Kessler Foundation Research Center, the Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital, and the James J. Peters VA Medical Center, Bronx, NY. PARTICIPANTS Seven hundred fifty-seven adults with traumatic SCI. RESULTS The final item banks demonstrated unidimensionality (Bladder Management Difficulties CFI=0.965; RMSEA=0.093; Bowel Management Difficulties CFI=0.955; RMSEA=0.078) and acceptable fit to a graded response IRT model. The final calibrated Bladder Management Difficulties bank includes 15 items, and the final Bowel Management Difficulties item bank consists of 26 items. Additionally, 5 items related to urinary tract infections (UTI) did not fit with the larger Bladder Management Difficulties item bank but performed relatively well independently (CFI=0.992, RMSEA=0.050) and were thus retained as a separate scale. CONCLUSION The SCI-QOL Bladder Management Difficulties and Bowel Management Difficulties item banks are psychometrically robust and are available as computer adaptive tests or short forms. The SCI-QOL Bladder Complications scale is a brief, fixed-length outcomes instrument for individuals with a UTI.
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Measuring positive affect and well-being after spinal cord injury: Development and psychometric characteristics of the SCI-QOL Positive Affect and Well-being bank and short form. J Spinal Cord Med 2015; 38:356-65. [PMID: 26010970 PMCID: PMC4445026 DOI: 10.1179/2045772315y.0000000024] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
OBJECTIVE To develop an item response theory (IRT)-calibrated spinal cord injury (SCI)-specific Positive Affect and Well-being (PAWB) item bank with flexible options for administration. DESIGN Qualitative feedback from patient and provider focus groups was used to expand on the Neurological Disorders and Quality of Life (Neuro-QOL) positive affect & well-being item bank for use in SCI. New items were created and revised based on expert review and patient feedback and were then field tested. Analyses included confirmatory factor analysis, graded response IRT modeling and evaluation of differential item functioning (DIF). SETTING We tested a 32-item pool at several rehabilitation centers across the United States, including the University of Michigan, Kessler Foundation, Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital and the James J. Peters/Bronx Department of Veterans Affairs hospital. PARTICIPANTS A total of 717 individuals with SCI answered the PAWB questions. RESULTS A unidimensional model was observed (Confirmatory Fit Index=0.947; Root Mean Square Error of Approximation=0.094) and measurement precision was good (reliability in theta of -2.9 to 1.2 is roughly equivalent to classical reliability of 0.95 or above). Twelve items were flagged for DIF, however, after examination of effect sizes, the DIF was determined to be negligible and would have little practical impact on score estimates. The final calibrated item bank resulted in 28 retained items CONCLUSIONS This study indicates that the Spinal Cord Injury--Quality of Life PAWB bank represents a psychometrically robust measurement tool. Short form items are also suggested and a computer adaptive test is available.
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Measuring stigma after spinal cord injury: Development and psychometric characteristics of the SCI-QOL Stigma item bank and short form. J Spinal Cord Med 2015; 38:386-96. [PMID: 26010973 PMCID: PMC4445029 DOI: 10.1179/1079026815z.000000000410] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To develop a calibrated item bank and computer adaptive test (CAT) to assess the effects of stigma on health-related quality of life in individuals with spinal cord injury (SCI). DESIGN Grounded-theory based qualitative item development methods, large-scale item calibration field testing, confirmatory factor analysis, and item response theory (IRT)-based psychometric analyses. SETTING Five SCI Model System centers and one Department of Veterans Affairs medical center in the United States. PARTICIPANTS Adults with traumatic SCI. MAIN OUTCOME MEASURES SCI-QOL Stigma Item Bank RESULTS A sample of 611 individuals with traumatic SCI completed 30 items assessing SCI-related stigma. After 7 items were iteratively removed, factor analyses confirmed a unidimensional pool of items. Graded Response Model IRT analyses were used to estimate slopes and thresholds for the final 23 items. CONCLUSIONS The SCI-QOL Stigma item bank is unique not only in the assessment of SCI-related stigma but also in the inclusion of individuals with SCI in all phases of its development. Use of confirmatory factor analytic and IRT methods provide flexibility and precision of measurement. The item bank may be administered as a CAT or as a 10-item fixed-length short form and can be used for research and clinical applications.
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Development and psychometric characteristics of the SCI-QOL Ability to Participate and Satisfaction with Social Roles and Activities item banks and short forms. J Spinal Cord Med 2015; 38:397-408. [PMID: 26010974 PMCID: PMC4445030 DOI: 10.1179/2045772315y.0000000028] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE To develop a spinal cord injury (SCI)-focused version of PROMIS and Neuro-QOL social domain item banks; evaluate the psychometric properties of items developed for adults with SCI; and report information to facilitate clinical and research use. DESIGN We used a mixed-methods design to develop and evaluate Ability to Participate in Social Roles and Activities and Satisfaction with Social Roles and Activities items. Focus groups helped define the constructs; cognitive interviews helped revise items; and confirmatory factor analysis and item response theory methods helped calibrate item banks and evaluate differential item functioning related to demographic and injury characteristics. SETTING Five SCI Model System sites and one Veterans Administration medical center. PARTICIPANTS The calibration sample consisted of 641 individuals; a reliability sample consisted of 245 individuals residing in the community. RESULTS A subset of 27 Ability to Participate and 35 Satisfaction items demonstrated good measurement properties and negligible differential item functioning related to demographic and injury characteristics. The SCI-specific measures correlate strongly with the PROMIS and Neuro-QOL versions. Ten item short forms correlate >0.96 with the full banks. Variable-length CATs with a minimum of 4 items, variable-length CATs with a minimum of 8 items, fixed-length CATs of 10 items, and the 10-item short forms demonstrate construct coverage and measurement error that is comparable to the full item bank. CONCLUSION The Ability to Participate and Satisfaction with Social Roles and Activities CATs and short forms demonstrate excellent psychometric properties and are suitable for clinical and research applications.
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Measuring self-esteem after spinal cord injury: Development, validation and psychometric characteristics of the SCI-QOL Self-esteem item bank and short form. J Spinal Cord Med 2015; 38:377-85. [PMID: 26010972 PMCID: PMC4445028 DOI: 10.1179/2045772315y.0000000014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To describe the development and psychometric properties of the Spinal Cord Injury-Quality of Life (SCI-QOL) Self-esteem item bank. DESIGN Using a mixed-methods design, we developed and tested a self-esteem item bank through the use of focus groups with individuals with SCI and clinicians with expertise in SCI, cognitive interviews, and item-response theory-(IRT) based analytic approaches, including tests of model fit, differential item functioning (DIF) and precision. SETTING We tested a pool of 30 items at several medical institutions across the United States, including the University of Michigan, Kessler Foundation, the Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital, and the James J. Peters/Bronx Department of Veterans Affairs hospital. PARTICIPANTS A total of 717 individuals with SCI completed the self-esteem items. RESULTS A unidimensional model was observed (CFI=0.946; RMSEA=0.087) and measurement precision was good (theta range between -2.7 and 0.7). Eleven items were flagged for DIF; however, effect sizes were negligible with little practical impact on score estimates. The final calibrated item bank resulted in 23 retained items. CONCLUSION This study indicates that the SCI-QOL Self-esteem item bank represents a psychometrically robust measurement tool. Short form items are also suggested and computer adaptive tests are available.
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Measuring resilience after spinal cord injury: Development, validation and psychometric characteristics of the SCI-QOL Resilience item bank and short form. J Spinal Cord Med 2015; 38:366-76. [PMID: 26010971 PMCID: PMC4445027 DOI: 10.1179/2045772315y.0000000016] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE To describe the development and psychometric properties of the Spinal Cord Injury--Quality of Life (SCI-QOL) Resilience item bank and short form. DESIGN Using a mixed-methods design, we developed and tested a resilience item bank through the use of focus groups with individuals with SCI and clinicians with expertise in SCI, cognitive interviews, and item-response theory based analytic approaches, including tests of model fit and differential item functioning (DIF). SETTING We tested a 32-item pool at several medical institutions across the United States, including the University of Michigan, Kessler Foundation, the Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital and the James J. Peters/Bronx Department of Veterans Affairs medical center. PARTICIPANTS A total of 717 individuals with SCI completed the Resilience items. RESULTS A unidimensional model was observed (CFI=0.968; RMSEA=0.074) and measurement precision was good (theta range between -3.1 and 0.9). Ten items were flagged for DIF, however, after examination of effect sizes we found this to be negligible with little practical impact on score estimates. The final calibrated item bank resulted in 21 retained items. CONCLUSION This study indicates that the SCI-QOL Resilience item bank represents a psychometrically robust measurement tool. Short form items are also suggested and computer adaptive tests are available.
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Abstract
CONTEXT/OBJECTIVE The Spinal Cord Injury--Quality of Life (SCI-QOL) measurement system was developed to address the shortage of relevant and psychometrically sound patient reported outcome (PRO) measures available for clinical care and research in spinal cord injury (SCI) rehabilitation. Using a computer adaptive testing (CAT) approach, the SCI-QOL builds on the Patient Reported Outcomes Measurement Information System (PROMIS) and the Quality of Life in Neurological Disorders (Neuro-QOL) initiative. This initial manuscript introduces the background and development of the SCI-QOL measurement system. Greater detail is presented in the additional manuscripts of this special issue. DESIGN Classical and contemporary test development methodologies were employed. Qualitative input was obtained from individuals with SCI and clinicians through interviews, focus groups, and cognitive debriefing. Item pools were field tested in a multi-site sample (n=877) and calibrated using item response theory methods. Initial reliability and validity testing was performed in a new sample of individuals with traumatic SCI (n=245). SETTING Five Model SCI System centers and one Department of Veterans Affairs Medical Center across the United States. PARTICIPANTS Adults with traumatic SCI. INTERVENTIONS n/a OUTCOME MEASURES n/a RESULTS The SCI-QOL consists of 19 item banks, including the SCI-Functional Index banks, and 3 fixed-length scales measuring physical, emotional, and social aspects of health-related QOL (HRQOL). CONCLUSION The SCI-QOL measurement system consists of psychometrically sound measures for individuals with SCI. The manuscripts in this special issue provide evidence of the reliability and initial validity of this measurement system. The SCI-QOL also links to other measures designed for a general medical population.
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Abstract
OBJECTIVES To describe the domain structure and calibration of the Spinal Cord Injury Functional Index for samples using Assistive Technology (SCI-FI/AT) and report the initial psychometric properties of each domain. DESIGN Cross sectional survey followed by computerized adaptive test (CAT) simulations. SETTING Inpatient and community settings. PARTICIPANTS A sample of 460 adults with traumatic spinal cord injury (SCI) stratified by level of injury, completeness of injury, and time since injury. INTERVENTIONS None MAIN OUTCOME MEASURE SCI-FI/AT RESULTS: Confirmatory factor analysis (CFA) and Item response theory (IRT) analyses identified 4 unidimensional SCI-FI/AT domains: Basic Mobility (41 items) Self-care (71 items), Fine Motor Function (35 items), and Ambulation (29 items). High correlations of full item banks with 10-item simulated CATs indicated high accuracy of each CAT in estimating a person's function, and there was high measurement reliability for the simulated CAT scales compared with the full item bank. SCI-FI/AT item difficulties in the domains of Self-care, Fine Motor Function, and Ambulation were less difficult than the same items in the original SCI-FI item banks. CONCLUSION With the development of the SCI-FI/AT, clinicians and investigators have available multidimensional assessment scales that evaluate function for users of AT to complement the scales available in the original SCI-FI.
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Measuring anxiety after spinal cord injury: Development and psychometric characteristics of the SCI-QOL Anxiety item bank and linkage with GAD-7. J Spinal Cord Med 2015; 38:315-25. [PMID: 26010966 PMCID: PMC4445022 DOI: 10.1179/2045772315y.0000000029] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To develop a calibrated item bank and computer adaptive test to assess anxiety symptoms in individuals with spinal cord injury (SCI), transform scores to the Patient Reported Outcomes Measurement Information System (PROMIS) metric, and create a statistical linkage with the Generalized Anxiety Disorder (GAD)-7, a widely used anxiety measure. DESIGN Grounded-theory based qualitative item development methods; large-scale item calibration field testing; confirmatory factor analysis; graded response model item response theory analyses; statistical linking techniques to transform scores to a PROMIS metric; and linkage with the GAD-7. Setting Five SCI Model System centers and one Department of Veterans Affairs medical center in the United States. Participants Adults with traumatic SCI. MAIN OUTCOME MEASURES Spinal Cord Injury-Quality of Life (SCI-QOL) Anxiety Item Bank RESULTS Seven hundred sixteen individuals with traumatic SCI completed 38 items assessing anxiety, 17 of which were PROMIS items. After 13 items (including 2 PROMIS items) were removed, factor analyses confirmed unidimensionality. Item response theory analyses were used to estimate slopes and thresholds for the final 25 items (15 from PROMIS). The observed Pearson correlation between the SCI-QOL Anxiety and GAD-7 scores was 0.67. CONCLUSIONS The SCI-QOL Anxiety item bank demonstrates excellent psychometric properties and is available as a computer adaptive test or short form for research and clinical applications. SCI-QOL Anxiety scores have been transformed to the PROMIS metric and we provide a method to link SCI-QOL Anxiety scores with those of the GAD-7.
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Measuring depression after spinal cord injury: Development and psychometric characteristics of the SCI-QOL Depression item bank and linkage with PHQ-9. J Spinal Cord Med 2015; 38:335-46. [PMID: 26010968 PMCID: PMC4445024 DOI: 10.1179/2045772315y.0000000020] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
OBJECTIVE To develop a calibrated spinal cord injury-quality of life (SCI-QOL) item bank, computer adaptive test (CAT), and short form to assess depressive symptoms experienced by individuals with SCI, transform scores to the Patient Reported Outcomes Measurement Information System (PROMIS) metric, and create a crosswalk to the Patient Health Questionnaire (PHQ)-9. DESIGN We used grounded-theory based qualitative item development methods, large-scale item calibration field testing, confirmatory factor analysis, item response theory (IRT) analyses, and statistical linking techniques to transform scores to a PROMIS metric and to provide a crosswalk with the PHQ-9. SETTING Five SCI Model System centers and one Department of Veterans Affairs medical center in the United States. PARTICIPANTS Adults with traumatic SCI. MAIN OUTCOME MEASURES Spinal Cord Injury--Quality of Life (SCI-QOL) Depression Item Bank RESULTS Individuals with SCI were involved in all phases of SCI-QOL development. A sample of 716 individuals with traumatic SCI completed 35 items assessing depression, 18 of which were PROMIS items. After removing 7 non-PROMIS items, factor analyses confirmed a unidimensional pool of items. We used a graded response IRT model to estimate slopes and thresholds for the 28 retained items. The SCI-QOL Depression measure correlated 0.76 with the PHQ-9. CONCLUSIONS The SCI-QOL Depression item bank provides a reliable and sensitive measure of depressive symptoms with scores reported in terms of general population norms. We provide a crosswalk to the PHQ-9 to facilitate comparisons between measures. The item bank may be administered as a CAT or as a short form and is suitable for research and clinical applications.
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Measuring psychological trauma after spinal cord injury: Development and psychometric characteristics of the SCI-QOL Psychological Trauma item bank and short form. J Spinal Cord Med 2015; 38:326-34. [PMID: 26010967 PMCID: PMC4445023 DOI: 10.1179/2045772315y.0000000022] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE To describe the development and psychometric properties of the SCI-QOL Psychological Trauma item bank and short form. DESIGN Using a mixed-methods design, we developed and tested a Psychological Trauma item bank with patient and provider focus groups, cognitive interviews, and item response theory based analytic approaches, including tests of model fit, differential item functioning (DIF) and precision. SETTING We tested a 31-item pool at several medical institutions across the United States, including the University of Michigan, Kessler Foundation, Rehabilitation Institute of Chicago, the University of Washington, Craig Hospital and the James J. Peters/Bronx Veterans Administration hospital. PARTICIPANTS A total of 716 individuals with SCI completed the trauma items RESULTS The 31 items fit a unidimensional model (CFI=0.952; RMSEA=0.061) and demonstrated good precision (theta range between 0.6 and 2.5). Nine items demonstrated negligible DIF with little impact on score estimates. The final calibrated item bank contains 19 items CONCLUSION The SCI-QOL Psychological Trauma item bank is a psychometrically robust measurement tool from which a short form and a computer adaptive test (CAT) version are available.
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